Dept of Electrical and Computer Engineering
Email: Brett Borghetti
Ph.D., Computer Science, University of Minnesota, Twin Cities, MN, August 2008, Dissertation: “Opponent Modeling in Interesting Adversarial Environments,” Advisor: Dr. Maria Gini
M.S., Computer Systems, Air Force Institute of Technology, WPAFB, OH, December 1996, Thesis: “Inference Algorithm Performance and Selection Under Constrained Resources,” Advisor: Dr. Eugene Santos, Jr.
B.S., Electrical Engineering, Worcester Polytechnic Institute (WPI), Worcester, MA, May 1992
Air Force Reserve Officer Training Corps, Commissioned Officer, USAF ROTC Detachment 340, WPI, Worcester, MA, May 1992
Theory/Science: Artificial Intelligence and Machine Learning topics – Autonomous Agents; Multi-Agent Systems; Decentralized Systems; Metareasoning; Trust and Reputation; Algorithm Design
Applications: Opponent Modeling – Ad-hoc networks of mobile autonomous agents; Trust and Anomaly Detection; Intrusion Detection; Self-Healing Networks
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
AUTONOMOUS AGENTS
MULTI-AGENT SYSTEMS
DECENTRALIZED SYSTEMS
METAREASONING
Borowski, John, Hopkinson, Ken, Humphries, Jeffrey, and Borghetti, Brett, “Reputation-Based Cooperative Trust for an Agent-Based Backup Protection Scheme” IEEE Transactions on Power Delivery, Vol. 2, No. 2, June 2011.
Thomas, Ryan W., Borghetti, Brett J., Komali, Ramakant S., and Mahonen, Petri, “Understanding Conditions that Lead to Emulation Attacks in Dynamic Spectrum Access”IEEE Communications Magazine, Vol. 49, No. 3, March 2011.
Borghetti, Brett, and Gini, Maria,"Weighted Prediction Divergence for Metareasoning" (Chapter 16), Metareasoning–Thinking About Thinking, M. Cox and A. Raja, ed. MIT Press, Cambridge, MA, 2011 (ISBN-10 0-262-01480-7).
Borghetti, Brett, "Anomaly Detection Through Behavior Signatures," Invited Presentation, 3rd International Symposium on Resilient Control Systems, Idaho Falls, ID, August 2010.
“Opponent Modeling in Interesting Adversarial Environments,” Borghetti, Brett, Doctoral Dissertation, August 2008.
“Weighted Prediction Divergence for Metareasoning,” Borghetti, Brett, and Gini, Maria, Association for the Advancement of Artificial Intelligence (AAAI2008) Workshop on Metareasoning, July 2008.
“Performance Evaluation Methods for the Trading Agent Competition,” Borghetti, Brett, and Sodomka, Eric, student abstract and poster program at Association for the Advancement of Artificial Intelligence (AAAI), July 2006.
“A Market-Pressure-Based Performance Evaluator for TAC-SCM,” Borghetti, Brett, Sodomka, Eric, Gini, Maria, and Collins, John, Trading Agent Design and Analysis & Agent Mediated Electronic Commerce VIII Joint Workshop at Autonomous Agents and Multi-Agent Systems Conference (AAMAS), May 2006.
“Inference Algorithm Performance and Selection Under Constrained Resources,” Brett Borghetti, Master’s Thesis, December 1996, http://citeseer.ist.psu.edu/borghetti96inference.html
“Inferencing Over Incomplete Solution Spaces with Genetic Algorithms for Probabilistic Reasoning,” Brett Borghetti, Ed Williams, and Eugene Santos, Jr., Midwest Artificial Intelligence and Cognitive Science Conference, 15 February 1996, http://citeseer.ist.psu.edu/borghetti96inferencing.html